Triple

T1814787
Position Surface form Disambiguated ID Type / Status
Subject John R. Hicks E40411 entity
Predicate notableWork P4 FINISHED
Object The Social Framework
The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
E204379 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: The Social Framework | Statement: [John R. Hicks, notableWork, The Social Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Social Framework
Context triple: [John R. Hicks, notableWork, The Social Framework]
  • A. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • B. Designing Social Inquiry
    Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.
  • C. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • D. The Intelligent Individual and Society
    "The Intelligent Individual and Society" is a philosophical work by Nobel Prize–winning physicist Percy W. Bridgman that explores the role, responsibilities, and challenges of the rational individual within modern social and political structures.
  • E. Modern Social Imaginaries
    Modern Social Imaginaries is a philosophical work by Charles Taylor that explores how shared social understandings and collective imaginaries shape modern Western institutions, practices, and identities.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Social Framework
Triple: [John R. Hicks, notableWork, The Social Framework]
Generated description
The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Social Framework
Target entity description: The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
  • A. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • B. Designing Social Inquiry
    Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.
  • C. Systems at Work
    Systems at Work is a permanent exhibition at the National Postal Museum that explores the processes, technology, and people behind the operation of postal systems.
  • D. The Intelligent Individual and Society
    "The Intelligent Individual and Society" is a philosophical work by Nobel Prize–winning physicist Percy W. Bridgman that explores the role, responsibilities, and challenges of the rational individual within modern social and political structures.
  • E. Modern Social Imaginaries
    Modern Social Imaginaries is a philosophical work by Charles Taylor that explores how shared social understandings and collective imaginaries shape modern Western institutions, practices, and identities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65f4628481909ca8e4c2302752ac completed March 6, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf5de46c8190817f67d692e98803 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc2b4d8a0819080ff41cf73417276 completed March 8, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69adc38732d8819092e0ac76354f08c1 completed March 8, 2026, 6:44 p.m.
Created at: March 4, 2026, 7:32 p.m.